Refua Studio
Plan and run Refua research campaigns in your browser. Track jobs, compare candidates, and review results in one place.
What Is Refua Studio?
Refua Studio is the web-based command center for managing Refua discovery campaigns. It provides a single-page application for planning campaigns, executing them in real-time, and monitoring results with a record of current and past jobs.
Studio reuses existing workspace components: ClawCures for planning and orchestration, and refua-mcp for tool execution. No third-party web framework is required, keeping the installation lightweight.
Key Features
- Mission control UI for plan, run, and autonomous loop workflows
- JSON plan editor with inline validation and direct execution
- Portfolio ranking UI for disease program prioritization
- Promising drug portfolio with candidate cards, scores, and metrics
- Persistent background job history with SQLite
- Built-in objective/plan/portfolio templates
What You Can Do
Plan Campaigns
Use the built-in JSON editor to write or load campaign plans. Validate them instantly before committing to a run.
Execute Workflows
Run plans directly from the UI. Monitor job status in real-time with progress tracking and result inspection.
Autonomous Loops
Launch autonomous planner/critic iterations that run until the objective is met or configurable limits are reached.
Drug Portfolio
Browse promising drug candidates with rich detail cards showing scores, molecular metrics, and full assessment views.
Portfolio Ranking
Rank disease programs by impact, feasibility, and scientific readiness to prioritize the most promising targets.
Inspect Available Tools
Inspect available refua-mcp tools and their schemas directly from the UI, even when ML dependencies are unavailable.
API Endpoints
Refua Studio exposes a full REST API for programmatic access to all campaign operations.
Health & Config
GET /api/health and GET /api/config for runtime introspection
and connectivity status.
Tools & Examples
GET /api/tools lists available MCP tools. GET /api/examples
provides built-in templates.
Job Management
GET /api/jobs with filtering by status. Cancel queued jobs and clear
completed history via REST.
Get Started
Installation
pip install refua-studioLaunch the Studio
refua-studio --host 127.0.0.1 --port 8787 --open-browserManage Your Research Campaigns
Write a plan, start a run, and follow its progress in the same interface. Review candidate scores and results as they arrive.